Fonts missing in Chromium

I’m using the Chromium Snap on Ubuntu 19.10 and this is what system dialogs look like. How do I fix this? Is it just me?

“Save as” dialog (Ctrl+S)

“Print” dialog (Ctrl+Shift+P)

What’s snap version on this machine?

# snap version      
snap    2.43.3
snapd   2.43.3
series  16
ubuntu  19.10
kernel  5.3.0-42-generic